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PVM
1998
Springer
15 years 2 months ago
Implementation of Monte Carlo Algorithms for Eigenvalue Problem Using MPI
The problem of evaluating the dominant eigenvalue of real matrices using Monte Carlo numerical methods is considered. Three almost optimal Monte Carlo algorithms are presented:
Ivan Dimov, Vassil N. Alexandrov, Aneta Karaivanov...
IPPS
1999
IEEE
15 years 2 months ago
Reducing I/O Complexity by Simulating Coarse Grained Parallel Algorithms
Block-wise access to data is a central theme in the design of efficient external memory (EM) algorithms. A second important issue, when more than one disk is present, is fully par...
Frank K. H. A. Dehne, David A. Hutchinson, Anil Ma...
ICPP
2000
IEEE
15 years 2 months ago
A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets
Clustering is a data mining problem which finds dense regions in a sparse multi-dimensional data set. The attribute values and ranges of these regions characterize the clusters. ...
Harsha S. Nagesh, Sanjay Goil, Alok N. Choudhary
ICPP
1999
IEEE
15 years 2 months ago
FLB: Fast Load Balancing for Distributed-Memory Machines
This paper describes a novel compile-time list-based task scheduling algorithm for distributed-memory systems, called Fast Load Balancing (FLB). Compared to other typical list sch...
Andrei Radulescu, Arjan J. C. van Gemund
HPCA
1998
IEEE
15 years 2 months ago
Hardware for Speculative Run-Time Parallelization in Distributed Shared-Memory Multiprocessors
Run-time parallelization is often the only way to execute the code in parallel when data dependence information is incomplete at compile time. This situation is common in many imp...
Ye Zhang, Lawrence Rauchwerger, Josep Torrellas